Dataset statistics
| Number of variables | 55 |
|---|---|
| Number of observations | 116202 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 48.8 MiB |
| Average record size in memory | 440.0 B |
Variable types
| BOOL | 44 |
|---|---|
| NUM | 11 |
Reproduction
| Analysis started | 2020-04-06 15:23:18.585505 |
|---|---|
| Analysis finished | 2020-04-06 15:27:57.387589 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
horizontal_distance_to_hydrology has 4963 (4.3%) zeros | Zeros |
vertical_distance_to_hydrology has 7755 (6.7%) zeros | Zeros |
| Distinct count | 116202 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 290564.3396 |
|---|---|
| Minimum | 6 |
| Maximum | 581011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 28781.5 |
| Q1 | 144977.25 |
| median | 291103.5 |
| Q3 | 436217.75 |
| 95-th percentile | 551784.95 |
| Maximum | 581011 |
| Range | 581005 |
| Interquartile range (IQR) | 291240.5 |
Descriptive statistics
| Standard deviation | 167884.7165 |
|---|---|
| Coefficient of variation (CV) | 0.5777884398 |
| Kurtosis | -1.203458497 |
| Mean | 290564.3396 |
| Median Absolute Deviation (MAD) | 145510.1607 |
| Skewness | -0.002409330057 |
| Sum | 3.37641574e+10 |
| Variance | 2.818527803e+10 |
| Value | Count | Frequency (%) | |
| 4094 | 1 | < 0.1% | |
| 559034 | 1 | < 0.1% | |
| 429947 | 1 | < 0.1% | |
| 442237 | 1 | < 0.1% | |
| 126036 | 1 | < 0.1% | |
| 85891 | 1 | < 0.1% | |
| 358276 | 1 | < 0.1% | |
| 149037 | 1 | < 0.1% | |
| 71560 | 1 | < 0.1% | |
| 73609 | 1 | < 0.1% | |
| Other values (116192) | 116192 | > 99.9% |
| Value | Count | Frequency (%) | |
| 6 | 1 | < 0.1% | |
| 47 | 1 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 55 | 1 | < 0.1% | |
| 59 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 581011 | 1 | < 0.1% | |
| 581006 | 1 | < 0.1% | |
| 581005 | 1 | < 0.1% | |
| 581001 | 1 | < 0.1% | |
| 580995 | 1 | < 0.1% |
elevation
Real number (ℝ≥0)
| Distinct count | 1803 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2960.567581 |
|---|---|
| Minimum | 1883 |
| Maximum | 3858 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 1883 |
|---|---|
| 5-th percentile | 2409 |
| Q1 | 2810 |
| median | 2997 |
| Q3 | 3164 |
| 95-th percentile | 3336 |
| Maximum | 3858 |
| Range | 1975 |
| Interquartile range (IQR) | 354 |
Descriptive statistics
| Standard deviation | 278.9633583 |
|---|---|
| Coefficient of variation (CV) | 0.0942263099 |
| Kurtosis | 0.7355261437 |
| Mean | 2960.567581 |
| Median Absolute Deviation (MAD) | 216.30435 |
| Skewness | -0.8169553796 |
| Sum | 344023874 |
| Variance | 77820.55529 |
| Value | Count | Frequency (%) | |
| 2962 | 360 | 0.3% | |
| 2988 | 348 | 0.3% | |
| 3001 | 338 | 0.3% | |
| 2965 | 334 | 0.3% | |
| 2975 | 332 | 0.3% | |
| 2955 | 324 | 0.3% | |
| 2972 | 322 | 0.3% | |
| 2982 | 321 | 0.3% | |
| 2968 | 321 | 0.3% | |
| 2998 | 319 | 0.3% | |
| Other values (1793) | 112883 | 97.1% |
| Value | Count | Frequency (%) | |
| 1883 | 1 | < 0.1% | |
| 1886 | 1 | < 0.1% | |
| 1888 | 3 | < 0.1% | |
| 1890 | 1 | < 0.1% | |
| 1891 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 3858 | 1 | < 0.1% | |
| 3857 | 1 | < 0.1% | |
| 3849 | 2 | < 0.1% | |
| 3846 | 2 | < 0.1% | |
| 3845 | 1 | < 0.1% |
aspect
Real number (ℝ≥0)
| Distinct count | 361 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.6079758 |
|---|---|
| Minimum | 0 |
| Maximum | 360 |
| Zeros | 1010 |
| Zeros (%) | 0.9% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 58 |
| median | 127 |
| Q3 | 260 |
| 95-th percentile | 344 |
| Maximum | 360 |
| Range | 360 |
| Interquartile range (IQR) | 202 |
Descriptive statistics
| Standard deviation | 111.8565345 |
|---|---|
| Coefficient of variation (CV) | 0.7188354833 |
| Kurtosis | -1.218397126 |
| Mean | 155.6079758 |
| Median Absolute Deviation (MAD) | 97.89932481 |
| Skewness | 0.4019606022 |
| Sum | 18081958 |
| Variance | 12511.8843 |
| Value | Count | Frequency (%) | |
| 45 | 1264 | 1.1% | |
| 0 | 1010 | 0.9% | |
| 90 | 963 | 0.8% | |
| 135 | 791 | 0.7% | |
| 315 | 750 | 0.6% | |
| 63 | 747 | 0.6% | |
| 27 | 690 | 0.6% | |
| 72 | 668 | 0.6% | |
| 18 | 660 | 0.6% | |
| 32 | 585 | 0.5% | |
| Other values (351) | 108074 | 93.0% |
| Value | Count | Frequency (%) | |
| 0 | 1010 | 0.9% | |
| 1 | 340 | 0.3% | |
| 2 | 351 | 0.3% | |
| 3 | 371 | 0.3% | |
| 4 | 436 | 0.4% |
| Value | Count | Frequency (%) | |
| 360 | 10 | < 0.1% | |
| 359 | 264 | 0.2% | |
| 358 | 328 | 0.3% | |
| 357 | 358 | 0.3% | |
| 356 | 419 | 0.4% |
slope
Real number (ℝ≥0)
| Distinct count | 55 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.10753688 |
|---|---|
| Minimum | 0 |
| Maximum | 65 |
| Zeros | 132 |
| Zeros (%) | 0.1% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 9 |
| median | 13 |
| Q3 | 18 |
| 95-th percentile | 28 |
| Maximum | 65 |
| Range | 65 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.49635828 |
|---|---|
| Coefficient of variation (CV) | 0.531372581 |
| Kurtosis | 0.5633799072 |
| Mean | 14.10753688 |
| Median Absolute Deviation (MAD) | 5.928546701 |
| Skewness | 0.7916888359 |
| Sum | 1639324 |
| Variance | 56.19538747 |
| Value | Count | Frequency (%) | |
| 10 | 6828 | 5.9% | |
| 11 | 6744 | 5.8% | |
| 12 | 6658 | 5.7% | |
| 9 | 6393 | 5.5% | |
| 13 | 6384 | 5.5% | |
| 14 | 6112 | 5.3% | |
| 8 | 6048 | 5.2% | |
| 15 | 5857 | 5.0% | |
| 16 | 5273 | 4.5% | |
| 7 | 5145 | 4.4% | |
| Other values (45) | 54760 | 47.1% |
| Value | Count | Frequency (%) | |
| 0 | 132 | 0.1% | |
| 1 | 728 | 0.6% | |
| 2 | 1515 | 1.3% | |
| 3 | 2279 | 2.0% | |
| 4 | 3282 | 2.8% |
| Value | Count | Frequency (%) | |
| 65 | 1 | < 0.1% | |
| 58 | 1 | < 0.1% | |
| 52 | 2 | < 0.1% | |
| 51 | 3 | < 0.1% | |
| 50 | 5 | < 0.1% |
| Distinct count | 501 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.1119688 |
|---|---|
| Minimum | 0 |
| Maximum | 1371 |
| Zeros | 4963 |
| Zeros (%) | 4.3% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 108 |
| median | 218 |
| Q3 | 384 |
| 95-th percentile | 684 |
| Maximum | 1371 |
| Range | 1371 |
| Interquartile range (IQR) | 276 |
Descriptive statistics
| Standard deviation | 211.9783629 |
|---|---|
| Coefficient of variation (CV) | 0.7876957826 |
| Kurtosis | 1.333906659 |
| Mean | 269.1119688 |
| Median Absolute Deviation (MAD) | 166.9801427 |
| Skewness | 1.132115814 |
| Sum | 31271349 |
| Variance | 44934.82633 |
| Value | Count | Frequency (%) | |
| 30 | 6768 | 5.8% | |
| 0 | 4963 | 4.3% | |
| 150 | 4248 | 3.7% | |
| 60 | 3860 | 3.3% | |
| 67 | 3071 | 2.6% | |
| 42 | 2978 | 2.6% | |
| 108 | 2943 | 2.5% | |
| 85 | 2703 | 2.3% | |
| 90 | 2166 | 1.9% | |
| 120 | 2120 | 1.8% | |
| Other values (491) | 80382 | 69.2% |
| Value | Count | Frequency (%) | |
| 0 | 4963 | 4.3% | |
| 30 | 6768 | 5.8% | |
| 42 | 2978 | 2.6% | |
| 60 | 3860 | 3.3% | |
| 67 | 3071 | 2.6% |
| Value | Count | Frequency (%) | |
| 1371 | 1 | < 0.1% | |
| 1368 | 2 | < 0.1% | |
| 1358 | 1 | < 0.1% | |
| 1355 | 1 | < 0.1% | |
| 1348 | 1 | < 0.1% |
| Distinct count | 600 |
|---|---|
| Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.37364245 |
|---|---|
| Minimum | -166 |
| Maximum | 595 |
| Zeros | 7755 |
| Zeros (%) | 6.7% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | -166 |
|---|---|
| 5-th percentile | -8 |
| Q1 | 7 |
| median | 30 |
| Q3 | 69 |
| 95-th percentile | 164 |
| Maximum | 595 |
| Range | 761 |
| Interquartile range (IQR) | 62 |
Descriptive statistics
| Standard deviation | 58.35039216 |
|---|---|
| Coefficient of variation (CV) | 1.258266314 |
| Kurtosis | 5.641378658 |
| Mean | 46.37364245 |
| Median Absolute Deviation (MAD) | 42.51690924 |
| Skewness | 1.832697133 |
| Sum | 5388710 |
| Variance | 3404.768265 |
| Value | Count | Frequency (%) | |
| 0 | 7755 | 6.7% | |
| 3 | 1856 | 1.6% | |
| 7 | 1802 | 1.6% | |
| 10 | 1711 | 1.5% | |
| 4 | 1692 | 1.5% | |
| 6 | 1665 | 1.4% | |
| 13 | 1648 | 1.4% | |
| 5 | 1524 | 1.3% | |
| 9 | 1481 | 1.3% | |
| 16 | 1471 | 1.3% | |
| Other values (590) | 93597 | 80.5% |
| Value | Count | Frequency (%) | |
| -166 | 1 | < 0.1% | |
| -161 | 1 | < 0.1% | |
| -157 | 2 | < 0.1% | |
| -149 | 1 | < 0.1% | |
| -145 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 595 | 1 | < 0.1% | |
| 592 | 1 | < 0.1% | |
| 590 | 1 | < 0.1% | |
| 588 | 1 | < 0.1% | |
| 585 | 1 | < 0.1% |
horizontal_distance_to_roadways
Real number (ℝ≥0)
| Distinct count | 5421 |
|---|---|
| Unique (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2354.27466 |
|---|---|
| Minimum | 0 |
| Maximum | 7092 |
| Zeros | 25 |
| Zeros (%) | < 0.1% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 379 |
| Q1 | 1110 |
| median | 2011 |
| Q3 | 3331 |
| 95-th percentile | 5480 |
| Maximum | 7092 |
| Range | 7092 |
| Interquartile range (IQR) | 2221 |
Descriptive statistics
| Standard deviation | 1557.642587 |
|---|---|
| Coefficient of variation (CV) | 0.6616231377 |
| Kurtosis | -0.3826339629 |
| Mean | 2354.27466 |
| Median Absolute Deviation (MAD) | 1285.4228 |
| Skewness | 0.7096968459 |
| Sum | 273571424 |
| Variance | 2426250.43 |
| Value | Count | Frequency (%) | |
| 150 | 243 | 0.2% | |
| 618 | 206 | 0.2% | |
| 990 | 197 | 0.2% | |
| 390 | 188 | 0.2% | |
| 997 | 186 | 0.2% | |
| 960 | 182 | 0.2% | |
| 1020 | 181 | 0.2% | |
| 900 | 178 | 0.2% | |
| 1050 | 169 | 0.1% | |
| 700 | 165 | 0.1% | |
| Other values (5411) | 114307 | 98.4% |
| Value | Count | Frequency (%) | |
| 0 | 25 | < 0.1% | |
| 30 | 61 | 0.1% | |
| 42 | 40 | < 0.1% | |
| 60 | 62 | 0.1% | |
| 67 | 55 | < 0.1% |
| Value | Count | Frequency (%) | |
| 7092 | 1 | < 0.1% | |
| 7079 | 1 | < 0.1% | |
| 7068 | 2 | < 0.1% | |
| 7063 | 1 | < 0.1% | |
| 7049 | 1 | < 0.1% |
hillshade_9am
Real number (ℝ≥0)
| Distinct count | 195 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 212.1391112 |
|---|---|
| Minimum | 0 |
| Maximum | 254 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 160 |
| Q1 | 198 |
| median | 218 |
| Q3 | 231 |
| 95-th percentile | 246 |
| Maximum | 254 |
| Range | 254 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 26.78611477 |
|---|---|
| Coefficient of variation (CV) | 0.1262667437 |
| Kurtosis | 1.868106875 |
| Mean | 212.1391112 |
| Median Absolute Deviation (MAD) | 20.66797893 |
| Skewness | -1.184615181 |
| Sum | 24650989 |
| Variance | 717.4959447 |
| Value | Count | Frequency (%) | |
| 226 | 2305 | 2.0% | |
| 230 | 2283 | 2.0% | |
| 228 | 2266 | 2.0% | |
| 223 | 2231 | 1.9% | |
| 224 | 2197 | 1.9% | |
| 222 | 2156 | 1.9% | |
| 227 | 2126 | 1.8% | |
| 231 | 2075 | 1.8% | |
| 233 | 2070 | 1.8% | |
| 225 | 2029 | 1.7% | |
| Other values (185) | 94464 | 81.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 46 | 2 | < 0.1% | |
| 54 | 1 | < 0.1% | |
| 59 | 1 | < 0.1% | |
| 60 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 254 | 373 | 0.3% | |
| 253 | 458 | 0.4% | |
| 252 | 493 | 0.4% | |
| 251 | 552 | 0.5% | |
| 250 | 696 | 0.6% |
hillshade_noon
Real number (ℝ≥0)
| Distinct count | 159 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 223.3626099 |
|---|---|
| Minimum | 0 |
| Maximum | 254 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 186 |
| Q1 | 213 |
| median | 226 |
| Q3 | 237 |
| 95-th percentile | 250 |
| Maximum | 254 |
| Range | 254 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 19.76303955 |
|---|---|
| Coefficient of variation (CV) | 0.08847962314 |
| Kurtosis | 1.995333434 |
| Mean | 223.3626099 |
| Median Absolute Deviation (MAD) | 15.19278477 |
| Skewness | -1.05807994 |
| Sum | 25955182 |
| Variance | 390.5777323 |
| Value | Count | Frequency (%) | |
| 228 | 2774 | 2.4% | |
| 229 | 2708 | 2.3% | |
| 231 | 2686 | 2.3% | |
| 227 | 2651 | 2.3% | |
| 230 | 2647 | 2.3% | |
| 226 | 2623 | 2.3% | |
| 233 | 2603 | 2.2% | |
| 223 | 2602 | 2.2% | |
| 232 | 2536 | 2.2% | |
| 234 | 2530 | 2.2% | |
| Other values (149) | 89842 | 77.3% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 82 | 1 | < 0.1% | |
| 85 | 1 | < 0.1% | |
| 87 | 1 | < 0.1% | |
| 92 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 254 | 1213 | 1.0% | |
| 253 | 1288 | 1.1% | |
| 252 | 1441 | 1.2% | |
| 251 | 1522 | 1.3% | |
| 250 | 1622 | 1.4% |
hillshade_3pm
Real number (ℝ≥0)
| Distinct count | 254 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 142.5753774 |
|---|---|
| Minimum | 0 |
| Maximum | 253 |
| Zeros | 253 |
| Zeros (%) | 0.2% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 78 |
| Q1 | 119 |
| median | 143 |
| Q3 | 168 |
| 95-th percentile | 204 |
| Maximum | 253 |
| Range | 253 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 38.22498024 |
|---|---|
| Coefficient of variation (CV) | 0.2681036582 |
| Kurtosis | 0.3874685411 |
| Mean | 142.5753774 |
| Median Absolute Deviation (MAD) | 29.87638758 |
| Skewness | -0.271920552 |
| Sum | 16567544 |
| Variance | 1461.149115 |
| Value | Count | Frequency (%) | |
| 143 | 1514 | 1.3% | |
| 145 | 1421 | 1.2% | |
| 146 | 1408 | 1.2% | |
| 136 | 1399 | 1.2% | |
| 138 | 1396 | 1.2% | |
| 140 | 1387 | 1.2% | |
| 142 | 1372 | 1.2% | |
| 135 | 1353 | 1.2% | |
| 132 | 1340 | 1.2% | |
| 139 | 1340 | 1.2% | |
| Other values (244) | 102272 | 88.0% |
| Value | Count | Frequency (%) | |
| 0 | 253 | 0.2% | |
| 1 | 7 | < 0.1% | |
| 2 | 2 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 253 | 3 | < 0.1% | |
| 252 | 2 | < 0.1% | |
| 251 | 4 | < 0.1% | |
| 250 | 2 | < 0.1% | |
| 249 | 7 | < 0.1% |
horizontal_distance_to_fire_points
Real number (ℝ≥0)
| Distinct count | 5406 |
|---|---|
| Unique (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1981.435612 |
|---|---|
| Minimum | 0 |
| Maximum | 7142 |
| Zeros | 10 |
| Zeros (%) | < 0.1% |
| Memory size | 908.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 420 |
| Q1 | 1024 |
| median | 1710 |
| Q3 | 2550 |
| 95-th percentile | 4939 |
| Maximum | 7142 |
| Range | 7142 |
| Interquartile range (IQR) | 1526 |
Descriptive statistics
| Standard deviation | 1323.951111 |
|---|---|
| Coefficient of variation (CV) | 0.6681777105 |
| Kurtosis | 1.662723908 |
| Mean | 1981.435612 |
| Median Absolute Deviation (MAD) | 999.4561657 |
| Skewness | 1.292298442 |
| Sum | 230246781 |
| Variance | 1752846.544 |
| Value | Count | Frequency (%) | |
| 618 | 266 | 0.2% | |
| 541 | 215 | 0.2% | |
| 942 | 202 | 0.2% | |
| 900 | 198 | 0.2% | |
| 607 | 194 | 0.2% | |
| 1087 | 186 | 0.2% | |
| 700 | 186 | 0.2% | |
| 1020 | 185 | 0.2% | |
| 997 | 182 | 0.2% | |
| 1142 | 181 | 0.2% | |
| Other values (5396) | 114207 | 98.3% |
| Value | Count | Frequency (%) | |
| 0 | 10 | < 0.1% | |
| 30 | 39 | < 0.1% | |
| 42 | 31 | < 0.1% | |
| 60 | 39 | < 0.1% | |
| 67 | 103 | 0.1% |
| Value | Count | Frequency (%) | |
| 7142 | 1 | < 0.1% | |
| 7131 | 1 | < 0.1% | |
| 7122 | 1 | < 0.1% | |
| 7112 | 1 | < 0.1% | |
| 7091 | 1 | < 0.1% |
wilderness_area_1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 63932 | 55.0% | |
| 1 | 52270 | 45.0% |
wilderness_area_2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 5953 |
| Value | Count | Frequency (%) | |
| 0 | 110249 | 94.9% | |
| 1 | 5953 | 5.1% |
wilderness_area_3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 65531 | 56.4% | |
| 1 | 50671 | 43.6% |
wilderness_area_4
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 7308 |
| Value | Count | Frequency (%) | |
| 0 | 108894 | 93.7% | |
| 1 | 7308 | 6.3% |
soil_type_1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 553 |
| Value | Count | Frequency (%) | |
| 0 | 115649 | 99.5% | |
| 1 | 553 | 0.5% |
soil_type_2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 1478 |
| Value | Count | Frequency (%) | |
| 0 | 114724 | 98.7% | |
| 1 | 1478 | 1.3% |
soil_type_3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 945 |
| Value | Count | Frequency (%) | |
| 0 | 115257 | 99.2% | |
| 1 | 945 | 0.8% |
soil_type_4
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 2538 |
| Value | Count | Frequency (%) | |
| 0 | 113664 | 97.8% | |
| 1 | 2538 | 2.2% |
soil_type_5
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 301 |
| Value | Count | Frequency (%) | |
| 0 | 115901 | 99.7% | |
| 1 | 301 | 0.3% |
soil_type_6
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 1315 |
| Value | Count | Frequency (%) | |
| 0 | 114887 | 98.9% | |
| 1 | 1315 | 1.1% |
soil_type_7
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 18 |
| Value | Count | Frequency (%) | |
| 0 | 116184 | > 99.9% | |
| 1 | 18 | < 0.1% |
soil_type_8
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 37 |
| Value | Count | Frequency (%) | |
| 0 | 116165 | > 99.9% | |
| 1 | 37 | < 0.1% |
soil_type_9
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 230 |
| Value | Count | Frequency (%) | |
| 0 | 115972 | 99.8% | |
| 1 | 230 | 0.2% |
soil_type_10
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 6538 |
| Value | Count | Frequency (%) | |
| 0 | 109664 | 94.4% | |
| 1 | 6538 | 5.6% |
soil_type_11
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 2493 |
| Value | Count | Frequency (%) | |
| 0 | 113709 | 97.9% | |
| 1 | 2493 | 2.1% |
soil_type_12
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 5908 |
| Value | Count | Frequency (%) | |
| 0 | 110294 | 94.9% | |
| 1 | 5908 | 5.1% |
soil_type_13
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 3454 |
| Value | Count | Frequency (%) | |
| 0 | 112748 | 97.0% | |
| 1 | 3454 | 3.0% |
soil_type_14
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 114 |
| Value | Count | Frequency (%) | |
| 0 | 116088 | 99.9% | |
| 1 | 114 | 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 116202 | 100.0% |
soil_type_16
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 591 |
| Value | Count | Frequency (%) | |
| 0 | 115611 | 99.5% | |
| 1 | 591 | 0.5% |
soil_type_17
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 703 |
| Value | Count | Frequency (%) | |
| 0 | 115499 | 99.4% | |
| 1 | 703 | 0.6% |
soil_type_18
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 380 |
| Value | Count | Frequency (%) | |
| 0 | 115822 | 99.7% | |
| 1 | 380 | 0.3% |
soil_type_19
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 806 |
| Value | Count | Frequency (%) | |
| 0 | 115396 | 99.3% | |
| 1 | 806 | 0.7% |
soil_type_20
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 1912 |
| Value | Count | Frequency (%) | |
| 0 | 114290 | 98.4% | |
| 1 | 1912 | 1.6% |
soil_type_21
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 169 |
| Value | Count | Frequency (%) | |
| 0 | 116033 | 99.9% | |
| 1 | 169 | 0.1% |
soil_type_22
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 6663 |
| Value | Count | Frequency (%) | |
| 0 | 109539 | 94.3% | |
| 1 | 6663 | 5.7% |
soil_type_23
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 11625 |
| Value | Count | Frequency (%) | |
| 0 | 104577 | 90.0% | |
| 1 | 11625 | 10.0% |
soil_type_24
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 4229 |
| Value | Count | Frequency (%) | |
| 0 | 111973 | 96.4% | |
| 1 | 4229 | 3.6% |
soil_type_25
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 91 |
| Value | Count | Frequency (%) | |
| 0 | 116111 | 99.9% | |
| 1 | 91 | 0.1% |
soil_type_26
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 515 |
| Value | Count | Frequency (%) | |
| 0 | 115687 | 99.6% | |
| 1 | 515 | 0.4% |
soil_type_27
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 205 |
| Value | Count | Frequency (%) | |
| 0 | 115997 | 99.8% | |
| 1 | 205 | 0.2% |
soil_type_28
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 190 |
| Value | Count | Frequency (%) | |
| 0 | 116012 | 99.8% | |
| 1 | 190 | 0.2% |
soil_type_29
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 92971 | 80.0% | |
| 1 | 23231 | 20.0% |
soil_type_30
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 6047 |
| Value | Count | Frequency (%) | |
| 0 | 110155 | 94.8% | |
| 1 | 6047 | 5.2% |
soil_type_31
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 5136 |
| Value | Count | Frequency (%) | |
| 0 | 111066 | 95.6% | |
| 1 | 5136 | 4.4% |
soil_type_32
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 10465 |
| Value | Count | Frequency (%) | |
| 0 | 105737 | 91.0% | |
| 1 | 10465 | 9.0% |
soil_type_33
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 8879 |
| Value | Count | Frequency (%) | |
| 0 | 107323 | 92.4% | |
| 1 | 8879 | 7.6% |
soil_type_34
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 330 |
| Value | Count | Frequency (%) | |
| 0 | 115872 | 99.7% | |
| 1 | 330 | 0.3% |
soil_type_35
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 390 |
| Value | Count | Frequency (%) | |
| 0 | 115812 | 99.7% | |
| 1 | 390 | 0.3% |
soil_type_36
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 22 |
| Value | Count | Frequency (%) | |
| 0 | 116180 | > 99.9% | |
| 1 | 22 | < 0.1% |
soil_type_37
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 63 |
| Value | Count | Frequency (%) | |
| 0 | 116139 | 99.9% | |
| 1 | 63 | 0.1% |
soil_type_38
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 3104 |
| Value | Count | Frequency (%) | |
| 0 | 113098 | 97.3% | |
| 1 | 3104 | 2.7% |
soil_type_39
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 2873 |
| Value | Count | Frequency (%) | |
| 0 | 113329 | 97.5% | |
| 1 | 2873 | 2.5% |
soil_type_40
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 908.0 KiB |
| 0 | |
|---|---|
| 1 | 1661 |
| Value | Count | Frequency (%) | |
| 0 | 114541 | 98.6% | |
| 1 | 1661 | 1.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| ID | elevation | aspect | slope | horizontal_distance_to_hydrology | vertical_distance_to_hydrology | horizontal_distance_to_roadways | hillshade_9am | hillshade_noon | hillshade_3pm | horizontal_distance_to_fire_points | wilderness_area_1 | wilderness_area_2 | wilderness_area_3 | wilderness_area_4 | soil_type_1 | soil_type_2 | soil_type_3 | soil_type_4 | soil_type_5 | soil_type_6 | soil_type_7 | soil_type_8 | soil_type_9 | soil_type_10 | soil_type_11 | soil_type_12 | soil_type_13 | soil_type_14 | soil_type_15 | soil_type_16 | soil_type_17 | soil_type_18 | soil_type_19 | soil_type_20 | soil_type_21 | soil_type_22 | soil_type_23 | soil_type_24 | soil_type_25 | soil_type_26 | soil_type_27 | soil_type_28 | soil_type_29 | soil_type_30 | soil_type_31 | soil_type_32 | soil_type_33 | soil_type_34 | soil_type_35 | soil_type_36 | soil_type_37 | soil_type_38 | soil_type_39 | soil_type_40 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 6 | 2606 | 45 | 7 | 270 | 5 | 633 | 222 | 225 | 138 | 6256 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 1 | 47 | 2536 | 99 | 6 | 234 | 0 | 659 | 230 | 232 | 136 | 5475 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 2 | 49 | 2489 | 100 | 7 | 85 | 13 | 810 | 232 | 231 | 131 | 5334 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 3 | 55 | 2722 | 315 | 24 | 30 | 19 | 3216 | 148 | 212 | 200 | 6132 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 4 | 59 | 2489 | 42 | 6 | 162 | 13 | 810 | 221 | 227 | 141 | 5247 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 5 | 63 | 2507 | 40 | 7 | 153 | 10 | 930 | 221 | 224 | 138 | 5221 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 6 | 66 | 2509 | 59 | 7 | 134 | 10 | 900 | 226 | 226 | 134 | 5184 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 7 | 72 | 2893 | 114 | 16 | 108 | 30 | 5066 | 245 | 223 | 102 | 4340 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 73 | 2850 | 6 | 9 | 0 | 0 | 4858 | 210 | 223 | 151 | 4548 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 9 | 77 | 2529 | 326 | 5 | 30 | 14 | 1062 | 207 | 234 | 166 | 5047 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Last rows
| ID | elevation | aspect | slope | horizontal_distance_to_hydrology | vertical_distance_to_hydrology | horizontal_distance_to_roadways | hillshade_9am | hillshade_noon | hillshade_3pm | horizontal_distance_to_fire_points | wilderness_area_1 | wilderness_area_2 | wilderness_area_3 | wilderness_area_4 | soil_type_1 | soil_type_2 | soil_type_3 | soil_type_4 | soil_type_5 | soil_type_6 | soil_type_7 | soil_type_8 | soil_type_9 | soil_type_10 | soil_type_11 | soil_type_12 | soil_type_13 | soil_type_14 | soil_type_15 | soil_type_16 | soil_type_17 | soil_type_18 | soil_type_19 | soil_type_20 | soil_type_21 | soil_type_22 | soil_type_23 | soil_type_24 | soil_type_25 | soil_type_26 | soil_type_27 | soil_type_28 | soil_type_29 | soil_type_30 | soil_type_31 | soil_type_32 | soil_type_33 | soil_type_34 | soil_type_35 | soil_type_36 | soil_type_37 | soil_type_38 | soil_type_39 | soil_type_40 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 116192 | 580972 | 2431 | 162 | 30 | 124 | 45 | 150 | 233 | 231 | 106 | 845 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116193 | 580978 | 2399 | 165 | 25 | 90 | 20 | 120 | 232 | 239 | 122 | 882 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116194 | 580986 | 2444 | 202 | 21 | 300 | 37 | 240 | 205 | 253 | 174 | 912 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116195 | 580989 | 2455 | 181 | 34 | 277 | 58 | 240 | 210 | 238 | 133 | 875 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116196 | 580990 | 2455 | 166 | 35 | 258 | 58 | 240 | 225 | 227 | 103 | 864 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116197 | 580995 | 2437 | 174 | 22 | 190 | 45 | 201 | 227 | 245 | 139 | 824 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116198 | 581001 | 2421 | 172 | 25 | 124 | 35 | 134 | 227 | 242 | 132 | 811 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116199 | 581005 | 2405 | 159 | 22 | 90 | 19 | 120 | 237 | 238 | 119 | 824 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116200 | 581006 | 2401 | 157 | 21 | 90 | 15 | 120 | 238 | 238 | 119 | 830 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 116201 | 581011 | 2383 | 165 | 13 | 60 | 4 | 67 | 231 | 244 | 141 | 875 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |